有损的单辅助猜想是假的

A. Wagner, B. Kelly, Y. Altug
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引用次数: 10

摘要

我们描述了一种采用分布式编码的速率失真方案,其中待压缩的源包含一个公共分量。我们证明了该方案在某些情况下是最优的,并且它严格改进了现有的方案,这些方案没有充分利用公共组件。这在消极方面解决了一个悬而未决的问题,即独立量化之后的独立分组是否对一个源上具有失真约束的双编码器问题是最佳的。我们还表明,独立量化和分箱是次优的三个编码器的问题,其中的目标是再现一个源无损。这提供了一个反例,它与之前Ko¿rner和Marton提供的反例有着根本的不同。这些证明依赖于二元对称Wyner-Ziv问题的熵幂不等式的二元模拟和速率损失的存在性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The lossy one-helper conjecture is false
We describe a scheme for rate-distortion with distributed encoding in which the sources to be compressed contain a common component. We show that this scheme is optimal in some situations and that it strictly improves upon existing schemes, which do not make full use of common components. This resolves in the negative an open question regarding whether independent quantization followed by independent binning is optimal for the two-encoder problem with a distortion constraint on one source. We also show that independent quantization and binning is suboptimal for the three-encoder problem in which the goal is to reproduce one of the sources losslessly. This provides a counterexample that is fundamentally different from one provided earlier by Ko¿rner and Marton. The proofs rely on the binary analogue of the entropy power inequality and the existence of a rate loss for the binary symmetric Wyner-Ziv problem.
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